QianJaneXie / PandoraBayesOptLinks
Cost-aware Bayesian optimization via the Pandora's box Gittins index
☆13Updated 4 months ago
Alternatives and similar repositories for PandoraBayesOpt
Users that are interested in PandoraBayesOpt are comparing it to the libraries listed below
Sorting:
- Bayesian Neural Network Surrogates for Bayesian Optimization☆65Updated last year
- SAASBO: a package for high-dimensional bayesian optimization☆51Updated 4 years ago
- code for BINOCULARS and Multi-Step BO☆12Updated 5 years ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆15Updated 10 months ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆16Updated 4 months ago
- ☆34Updated 10 months ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆18Updated 5 months ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13Updated 6 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆67Updated 3 years ago
- ☆14Updated last year
- A software package for flexible HPC GPs☆15Updated last week
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆37Updated 3 months ago
- Bayesian Active Learning with Fully Bayesian Gaussian Processes☆14Updated 3 years ago
- Python Library for Generalized Gaussian Process Modeling☆25Updated 8 months ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆19Updated 5 months ago
- The repository contains code for the project "Explain the uncertain: Stochastic Shapley Values for Gaussian Process Models"☆14Updated last year
- Public code for running Stochastic Gradient Descent on GPs.☆39Updated 8 months ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Updated 4 years ago
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆14Updated 3 years ago
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10Updated 4 years ago
- Code for the paper "Randomly pivoted Cholesky: Practical approximation of a kernel matrix with few entry evaluations"☆31Updated 3 weeks ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆76Updated 3 years ago
- ☆23Updated 3 years ago
- ☆11Updated last year
- Source code for Bayesian Optimization in Action, published by Manning☆107Updated 2 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆52Updated 6 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Updated 2 years ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆108Updated 2 years ago
- Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration☆31Updated 2 weeks ago
- List of papers on robust Bayesian optimization☆17Updated 4 years ago